Concepedia

Sequential Change Detection

Sequential Change Detection is a statistical methodology for on-line change-point detection that sequentially analyzes data streams in real time to distinguish the presence of a structural break or distributional shift from stationary behavior by applying recursive decision rules to incoming observations.

209

Publications

10.3K

Citations

381

Authors

211

Institutions

Publications per year

2017–2026

44

Parents

Publications

209

Sequential Changepoint Detection in Quality Control and Dynamical Systems

Tze Leung Lai · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 588 citations

, , +10

Pulmonary tuberculosis: CT findings--early active disease and sequential change with antituberculous therapy.

J G Im, Harumi Itoh, Y S Shim et al. · Radiology · 1993 · 423 citations

, , +16

Sequential Analysis: Hypothesis Testing and Changepoint Detection

Journal of the Royal Statistical Society Series A (Statistics in Society) · 2015 · 359 citations · Full text

, , +16

Using the Generalized Likelihood Ratio Statistic for Sequential Detection of a Change-Point

David Siegmund, E. S. Venkatraman · The Annals of Statistics · 1995 · 308 citations · Full text

, , +14

Detection of multiple changes in a sequence of dependent variables

Marc Lavielle · Stochastic Processes and their Applications · 1999 · 229 citations

, , +12

1–5 of 209

Authors

381

  1. IV
    Igor V. Nikiforov

    Université de Technologie de Troyes, France

    8 publications · 381 citations

    8

    h-index

  2. AG
    Alexander G. Tartakovsky

    University of Southern California, United States

    8 publications · 561 citations

    8

    h-index

  3. GV
    George V. Moustakides

    University of Patras, Greece

    8 publications · 310 citations

    8

    h-index

  4. MP
    Moshe Pollak

    Hebrew University of Jerusalem, Israel

    7 publications · 281 citations

    7

    h-index

  5. YX
    Yao Xie

    Georgia Institute of Technology, United States

    7 publications · 260 citations

    7

    h-index

1–5 of 381

Institutions

211

  1. Princeton University

    Princeton, United States

    10 h-index

    19 publications

    1K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    9 h-index

    14 publications

    508 citations

  3. Stanford University

    Stanford, United States

    8 h-index

    8 publications

    1K citations

  4. Columbia University

    New York, United States

    7 h-index

    12 publications

    593 citations

  5. University of Southern California

    Los Angeles, United States

    7 h-index

    13 publications

    1.2K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    7 h-index

    14 publications

    519 citations

  7. University of Patras

    Pátrai, Greece

    6 h-index

    6 publications

    225 citations

  8. Hebrew University of Jerusalem

    Jerusalem, Israel

    6 h-index

    7 publications

    213 citations

1–8 of 211

Venues

  1. The Annals of Statistics

    13 publications · 1.1K citations

    13

    h-index

  2. IEEE Transactions on Information Theory

    13 publications · 557 citations

    13

    h-index

  3. Sequential Analysis

    12 publications · 492 citations

    12

    h-index

  4. IEEE Transactions on Signal Processing

    6 publications · 155 citations

    6

    h-index

  5. arXiv (Cornell University)

    Repository · 5 publications · 111 citations

    5

    h-index

1–5